Which evaluation methods can I use for image segmentation?
See:


  Martin Thoma: A Survey of Semantic Segmentation, Section III


Subsection A is about metrics and B is about datasets.

Metrics include: accuracy, IoU, frequency weighted IoU, F-beta score, speed, ...